Listar Departamento de Informática y Análisis Numérico por título
Mostrando ítems 138-157 de 254
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Keypoint descriptor fusion with Dempster-Shafer Theory
(2017)Keypoint matching is the task of accurately nding the location of a scene point in two images. Many keypoint descriptors have been proposed in the literature aiming at providing robustness against scale, translation and ... -
LAIM discretization for multi-label data
(2017)Multi-label learning is a challenging task in data mining which has attracted growing attention in recent years. Despite the fact that many multi-label datasets have continuous features, general algorithms developed specially ... -
Large-Scale Indoor Camera Positioning Using Fiducial Markers
(MDPI, 2024)Estimating the pose of a large set of fixed indoor cameras is a requirement for certain applications in augmented reality, autonomous navigation, video surveillance, and logistics. However, accurately mapping the positions ... -
Leveraging machine learning and mechanistic models to accelerate therapeutic target discovery and drug repositioning
(Universidad de Córdoba, UCOPress, 2024)In the current landscape of biomedical research, identifying therapeutic targets and repositioning drugs represent critical challenges, particularly in the context of rare or emergent diseases marked by a lack of resources ... -
Librería para el procesamiento de señales digitales con computadora
(Universidad de Córdoba, Vicerrectorado de Innovación y Calidad Docente, 2004)In this work the basic characteristics of the development and the functionality of a specific software are exposed for the teaching in any matter that includes among their contents the "digital signal processing". The ... -
Local-based k values for multi-label k-nearest neighbors rule
(Elsevier, 2022)Multi-label learning is a growing field in machine learning research. Many applications address instances that simultaneously belong to many categories, which cannot be disregarded if optimal results are desired. Among the ... -
Measuring Spinal Mobility Using an Inertial Measurement Unit System: A Validation Study in Axial Spondyloarthritis
(MDPI, 2020)Portable inertial measurement units (IMUs) are beginning to be used in human motion analysis. These devices can be useful for the evaluation of spinal mobility in individuals with axial spondyloarthritis (axSpA). The ... -
Mejora en el descubrimiento de modelos de minería de procesos en educación mediante agrupación de datos de interacción con la plataforma Moodle
(Universidad de Córdoba, UCOPress, 2018)El desarrollo de la integración entre tecnología y sistemas de aprendizaje, nos permiten capturar todos las acciones que realizan los estudiantes cuando interactúan con los entornos de aprendizaje virtuales. Estas plataformas ... -
Melanoma Recognition by Fusing Convolutional Blocks and Dynamic Routing between Capsules
(MDPI, 2021)Skin cancer is one of the most common types of cancers in the world, with melanoma being the most lethal form. Automatic melanoma diagnosis from skin images has recently gained attention within the machine learning community, ... -
Memetic Evolutionary Multi-Objective Neural Network Classifier to Predict Graft Survival in Liver Transplant Patients
(2017-02-17)In liver transplantation, matching donor and recipient is a problem that can be solved using machine learning techniques. In this paper we consider a liver transplant dataset obtained from eleven Spanish hospitals, ... -
Memetic Pareto Evolutionary Artificial Neural Networks for the determination of growth limits of Listeria Monocytogenes
(2015-10-08)The main objective of this work is to automatically design neural network models with sigmoidal basis units for classification tasks, so that classifiers are obtained in the most balanced way possible in terms of CCR ... -
Metodología de Evaluación y Gestión del Conocimiento dinámico por procesos utilizando como soporte TIC el Entorno Colaborativo de Trabajo basado en el modelo de creación de Conocimiento de Nonaka-Takeuchi. Caso de estudio en el área de Gestión de proyectos de I+D+i en institución avanzada en Conocimiento
(Universidad de Córdoba, Servicio de Publicaciones, 2014)Son varios los aspectos que se plantean en torno a la Gestión del Conocimiento. En primera instancia esta la necesidad de las organizaciones por preservar su conocimiento y dar continuidad a sus procesos más críticos. ... -
MIML library: a Modular and Flexible Library for Multi-instance Multi-label Learning
(Elsevier, 2022)MIML library is a Java software tool to develop, test, and compare classification algorithms for multi-instance multi-label (MIML) learning. The library includes 43 algorithms and provides a specific format and facilities ... -
Minería de datos educativos para la detección de recursos clave
(UCOPress, 2017)Este artículo describe un proyecto de innovación educativa centrado en diseñar y desarrollar un nuevo módulo de Moodle que permita obtener modelos predictivos basados en árboles de decisión a partir de los datos de uso ... -
Minería de datos mediante programación automática con colonias de hormigas
(Universidad de Córdoba, Servicio de Publicaciones, 2013)La presente tesis doctoral supone el primer acercamiento de la metaheur stica de programaci on autom atica mediante colonias de hormigas (Ant Programming) a tareas de miner a de datos. Esta t ecnica de aprendizaje autom ... -
Minería de datos sobre objetos de aprendizaje
(Universidad de Córdoba, UCOPress, 2020)La reutilización es uno de los conceptos clave dentro de ingeniería del software, ya que permite racionalizar y agilizar el desarrollo de sistemas basándose en el aprovechamiento de componentes ya desarrollados y probados. ... -
Mixing body-parts model for 2D human pose estimation in stereo videos
(Institution of Engineering and Technology, 2017)This study targets 2D articulated human pose estimation (i.e. localisation of body limbs) in stereo videos. Although in recent years depth-based devices (e.g. Microsoft Kinect) have gained popularity, as they perform very ... -
ML-k’sNN: Label Dependent k Values for Multi-Label k-Nearest Neighbor Rule
(MDPI, 2023)Multi-label classification as a data mining task has recently attracted increasing interest from researchers. Many current data mining applications address problems with instances that belong to more than one category. ... -
Modelado de interacciones sensibles al contexto mediante reglas en ambientes inteligentes
(Universidad de Córdoba, Servicio de Publicaciones, 2013)La Inteligencia Ambiental (AmI) propone la creación de entornos o ambientes inteligentes que se adapten a las necesidades, gustos e intereses de la gente que vive en ellos. Su principal objetivo es crear espacios ... -
Modeling and predicting students’ engagement behaviors using mixture Markov models
(Springer, 2022)Students’ engagements reflect their level of involvement in an ongoing learning processwhich can be estimated through their interactions with a computer-based learning or assessment system. A pre-requirement for stimulating ...